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Original Articles

The out-of-sample performance of an exact median-unbiased estimator for the near-unity AR(1) model

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References

  • Andrews, D. W. K. 1993. “Exactly Median-Unbiased Estimation of First Order Autoregressive/Unit Root Models.” Econometrica 61 (1): 139–165.
  • Andrews, D. W. K., and H.-Y. Chen. 1994. “Approximately Median-Unbiased Estimation of Autoregressive Models.” Journal of Business and Economic Statistics 12 (2): 187–204.
  • Bates, J. M., and C. W. J. Granger. 1969. “The Combination of Forecasts.” Journal of the Operational Research Society 20 (4): 451–468. doi:10.1057/jors.1969.103.
  • Clements, M. P., and D. F. Hendry. 2001. “Forecasting with Difference Stationary and Trend Stationary Models.” Econometrics Journal 4: S1–S19. doi:10.1111/ectj.2001.4.issue-1.
  • Gospodinov, N. 2002. “Median Unbiased Forecasts for Highly Persistent Autoregressive Processes.” Journal of Econometrics 111 (1): 85–101. doi:10.1016/S0304-4076(02)00123-9
  • Hansen, B. E. 1999. “The Grid Bootstrap and the Autoregressive Model.” Review of Economics and Statistics 81 (4): 594–607. doi:10.1162/003465399558463.
  • Hansen, B. E. 2010. “Averaging Estimators for Autoregressions with a Near Unit Root.” Journal of Econometrics 158 (1): 142–155. doi:10.1016/j.jeconom.2010.03.022.
  • Kendall, M. G. 1954. “Note on Bias in the Estimation of Autocorrelation.” Biometrika 41 (3–4): 403–404. doi:10.1093/biomet/41.3-4.403.
  • Kim, H., and N. Durmaz. 2012. “Bias Correction and Out-of-sample Forecast Accuracy.” International Journal of Forecasting 28 (3): 575–586. doi:10.1016/j.ijforecast.2012.02.009.
  • Kim, J. H. 2003. “Forecasting Autoregressive Time Series with Bias-corrected Parameter Estimators.” International Journal of Forecasting 19 (3): 493–502. doi:10.1016/S0169-2070(02)00062-6.
  • Maekawa, K. 1987. “Finite Sample Properties of Several Predictors from an Autoregressive Model.” Econometric Theory 3: 359–370.
  • Marriott, F. H. C., and J. A. Pope. 1954. “Bias in the Estimation of Autocorrelations.” Biometrika 41 (3–4): 390–402. doi:10.1093/biomet/41.3-4.390.
  • Mikusheva, A. 2007. “Uniform Inference in Autoregressive Models.” Econometrica 75 (5): 1411–1452. doi:10.1111/ecta.2007.75.issue-5.
  • Orcutt, G. H., and H. S. Winokur. 1969. “First Order Autoregression: Inference, Estimation, and Prediction.” Econometrica 37 (1): 1–14.
  • Patterson, K. D. 2000. “Bias Reduction in Autoregressive Models.” Economics Letters 68 (2): 135–141. doi:10.1016/S0165-1765(00)00233-0.
  • Pincheira, P., and C. A. Medel. 2015. “Forecasting Inflation with a Random Walk.” Manuscript, http://ssrn.com/abstract=2193936
  • Rachev, S., B. Racheva-Iotova, and S. Stoyanov. 2010. “Capturing Fat Tails.” Risk Magazine, May, 72–77.
  • Roy, A., and W. A. Fuller. 2001. “Estimation for Autoregressive Time Series With a Root Near 1.” Journal of Business & Economic Statistics 19 (4): 482–493. doi:10.1198/07350010152596736.
  • So, B. S., and D. W. Shin. 1999. “Recursive Mean Adjustment in Time-series Inferences,” Statistics & Probability Letters 43 (1): 65–73. doi:10.1016/S0167-7152(98)00247-8.
  • Stine, R. A., and P. Shaman. 1989. “A Fixed Point Characterization for Bias of Autoregressive Estimators.” The Annals of Statistics 17 (3): 1275–1284. doi:10.1214/aos/1176347268.
  • Stock, J. H., and M. W. Watson. 2004. “Combination Forecasts of Output Growth in a Seven-country Data Set.” Journal of Forecasting 23: 405–430. doi:10.1002/(ISSN)1099-131X.
  • Withers, C. S., and S. Nadarajah. 2011. “Estimates of Low Bias for the Multivariate Normal.” Statistics & Probability Letters 81 (11): 1635–1647. doi:10.1016/j.spl.2011.06.014.

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